2 Stocks With Monster Potential to Hold Through the Next Decade

The article highlights two speculative growth ideas tied to AI infrastructure: TMC The Metals Company could supply nickel, cobalt, copper, and manganese for EVs and data centers, while Nano Nuclear Energy is developing portable microreactors for on-site power at AI data centers. TMC estimates operations could begin in late 2027, but neither company has regulatory approval for commercial deployment yet. The piece is more thematic than event-driven, with limited near-term price impact beyond sentiment.

Analysis

The market is beginning to price a second-order AI trade: not just semis, but the physical bottlenecks that make compute deployable. That shifts capital toward anything with either a credible electrons story or a credible materials story, but the winners will likely be the scarce, permitable, and logistically advantaged names rather than the loudest thematic plays. In that frame, NNE is the cleaner sentiment beneficiary because its value proposition maps directly to the current data-center power panic, while TMC is a longer-dated scarcity optionality trade with a much higher execution hurdle.

The key dynamic is that both names are trading more on regulatory latency than on near-term cash flow, which creates a fragile setup: upside can re-rate quickly on any government signal, but downside is equally fast if timelines slip by even 6-12 months. For TMC, the real embedded optionality is not EVs anymore; it is copper’s role in grid buildout, transformer replacement, and interconnect spend tied to AI infrastructure. That broadens the end market, but also means the stock is vulnerable if investors realize the monetization window is still years away and the financing needs will likely be dilutive before revenue is meaningful.

The contrarian read is that consensus is likely underestimating how crowded the "AI power scarcity" trade has become. Names like OKLO and SMR already serve as public comps for speculative nuclear, so NNE may have less upside than its narrative suggests unless it can differentiate on deployment pathway rather than just design. Conversely, the deep-sea metals angle remains underowned, but that is partly because approval risk is not a headline risk — it is an existential binary that can strand the equity for quarters at a time. The better expression is optionality, not conviction.

Near term, watch for policy headlines and procurement announcements rather than technical milestones; those are what move these stocks over the next 1-3 months. Over 12-24 months, the winners will be the names that can convert narrative into bankable offtake, licensing, or customer commitments.

Key Decisions for Investors

• Long NNE only as a tactical event-driven position into regulatory or government-program headlines; size small, target 2-3x upside on a positive catalyst, but cut quickly if no commercialization signal emerges within 1-2 quarters.
• Use TMC as a long-dated call option on permitting and strategic minerals scarcity rather than a fundamental growth equity; consider staged entries on weakness with a 12-18 month horizon and expect dilution risk before the thesis matures.
• Pair trade: long NNE / short SMR on any near-term divergence in execution credibility, but only if NNE secures a clear deployment milestone; otherwise the market will continue to favor the more established nuclear platform.
• For commodity exposure, prefer a basket long in copper-linked or grid-capex beneficiaries over TMC shares alone; the infrastructure spend is more certain than deep-sea mining approval.
• Avoid chasing OKLO/SMR/NNE after large AI-power headlines; the better risk/reward is to buy post-announcement retracements of 10-15% when speculative froth resets.